Fig REF  compares the embedding of the residual block just before and after the FiLM layer in the audio path (Fig. REF ). We use average pooling and t-SNE [1]} to reduce the embedding dimension to 2D. We observe a better clustering of the different classes after including the visual information in the audio path.
